Tag: supervised learning

What are the limitations of deep learning?

There are a few on the top of my head: 1- Deep Learning usually requires more data to achieve higher accuracy than other ML models 2- It is very difficult to interpret the behavior of every layer once the network becomes a little deep. For example: in regression you can explain the effect of x1,…
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January 20, 2019 0

Data Science in the Pharmaceutical Industry

This post goes over how Data Science is helping big Pharmaceutical companies make informed decisions by analysing the historical data they have to make predictive models. To understand the pain point that predictive modelling addresses in the pharma industry, let us go over some numbers: It takes approximately 8 years for a new drug to…
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January 17, 2019 0